> ## Documentation Index
> Fetch the complete documentation index at: https://opensre.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Integration Workflow

> Choose the right framework integration for your workflow

Tracer seamlessly integrates with a wide array of workflow managers, schedulers, and scripting environments.<br /> Choose the integration that best matches your pipeline infrastructure.

## Common Integration Steps

Regardless of your framework, Tracer integration follows these simple steps:

<Steps>
  <Step title="Initialize the Trace Agent">
    Start the Tracer agent with your organization token
    <br />`sudo tracer init --token <your-token>`
    <Info> Go to our [onboarding](https://app.tracer.cloud/dashboard) to get your own personal token</Info>
  </Step>

  <Step title="Run your workflow">
    Execute your pipeline as usual, Tracer automatically monitors all processes.
    <br />-> Monitor your pipeline run in [the Tracer dashboard](https://app.tracer.cloud/tracer-bioinformatics)
  </Step>
</Steps>

## Verify Delivery

Check the [Tracer dashboard](https://app.tracer.cloud/) for real-time insights

<img src="https://mintcdn.com/tracer/1N5KoJfOGrhKHonJ/images/Verify-Onboarding.png?fit=max&auto=format&n=1N5KoJfOGrhKHonJ&q=85&s=c95fda6aa5c82ff5703046883bedfc16" alt="Tracer Dashboard" width="2318" height="1512" data-path="images/Verify-Onboarding.png" />

## Key Features Across All Integrations

* **Zero Code Changes** - No instrumentation required, works at the system level
* **Real-Time Monitoring** - See your pipeline execution as it happens
* **Resource Tracking** - CPU, memory, I/O, and network metrics per process
* **Cost Attribution** - Understand the cost of each pipeline step
* **Execution Graphs** - Visualize dependencies and execution flow
* **Performance Insights** - Identify bottlenecks and optimization opportunities